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I think he can easily extend the system to use the missing variables. Scratch marks, color, texture and prickles are easily enhanced by digital image processing
by TN1ck 10y ago
I think he can easily extend the system to use the missing variables. Scratch marks, color, texture and prickles are easily enhanced by digital image processing. Maybe use a different network for each feature and use this output to feed into another network to get the correct classification-function.
- dangerlibrary 10y agoIf you read the article, the majority of the limitations I describe are the result of his running the system on desktop hardware. It takes multiple days to train the system using 7,000 80x80 resolution images. Hence the caveat about the availability of a supercomputer.
- llukas 10y agoOr he could stop training on CPU and use GPU like pretty much everybody in the field...